User:DomainMapper/Books/Data Science 350
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Data Science[edit]
- Data science
- Machine learning
- Data mining
- Natural language processing
- Predictive analytics
- Big data
- R (programming language)
- Decision tree
- Data
- Data analysis
- Data visualization
- Business intelligence
- Statistical inference
- Data warehouse
- Statistical classification
- Cluster analysis
- Information retrieval
- Pattern recognition
- Unsupervised learning
- Artificial neural network
- Regression analysis
- Supervised learning
- Dimensionality reduction
- Structured prediction
- Anomaly detection
- Support vector machine
- Principal component analysis
- Artificial intelligence
- Multilinear subspace learning
- Speech recognition
- K-nearest neighbors algorithm
- Time series
- Hidden Markov model
- Logistic regression
- Linear regression
- Dependent and independent variables
- Information visualization
- Geovisualization
- Scientific visualization
- Interactive visualization
- Exploratory data analysis
- Geographic information science
- Geoinformatics
- Biological data visualization
- Crime mapping
- Visual analytics
- Data modeling
- Text mining
- Web mining
- Cloud computing
- Factor analysis
- Matrix (mathematics)
- Visualization (computer graphics)
- Distributed computing
- Computer cluster
- Graph database
- Mathematical optimization
- Social network analysis
- Business analytics
- Embedded analytics
- Prescriptive analytics
- Datafication
- Lambda architecture
- Data literacy
- Information literacy
- Apache Hadoop
- Oracle Data Integrator
- Oracle NoSQL Database
- People analytics
- Web analytics
- Search engine optimization
- Social media marketing
- Search engine marketing
- Open source
- Web intelligence
- Semantic Web
- Personalization
- NoSQL
- Semantic query
- Relational database
- Classification
- Computational linguistics
- Correlation and dependence
- Cross-validation (statistics)
- D3.js
- Processing (programming language)
- Data wrangling
- Deep learning
- Feature engineering
- Continuous and discrete variables
- Feature (machine learning)
- JavaScript
- Programming language
- K-means clustering
- Lift (data mining)
- Linear algebra
- MATLAB
- Mean absolute error
- Mean squared error
- Median
- Mode (statistics)
- Conceptual model (computer science)
- Statistical model
- Moving average
- N-gram
- Naive Bayes classifier
- Normal distribution
- Null hypothesis
- Outlier
- Overfitting
- P-value
- PageRank
- Pandas (software)
- Perceptron
- Perl
- Poisson distribution
- Predictive modelling
- Probability distribution
- Python (programming language)
- Java (programming language)
- Quantile
- Random forest
- Reinforcement learning
- Root-mean-square deviation
- Ruby (programming language)
- Scripting language
- Shell (computing)
- Spatiotemporal database
- SPSS
- SQL
- Standard deviation
- Standard score
- Stata
- Stratified sampling
- Student's t-test
- Tableau Software
- UIMA
- Variance
- Vector space model
- Vector space
- Analytics
- Dashboard (business)
- Correlation coefficient
- Data aggregation
- Data center
- Data feed
- Data virtualization
- Data set
- Linear discriminant analysis
- Topic model
- Data custodian
- Data cleansing
- De-identification
- Clustered file system
- Document-oriented database
- Gamification
- Apache HBase
- Supercomputer
- In-memory database
- Internet of Things
- Prediction
- Dimension
- Decision tree learning
- Gradient boosting
- Topology
- Data quality
- Data management
- Information privacy
- Database administrator
- Records management
- Meta-data management
- Geometric data analysis
- Multivariate statistics
- Statistics
- Bayesian network
- Bayesian inference
- Computational intelligence
- Association rule learning
- Feature learning
- Online machine learning
- Semi-supervised learning
- Grammar induction
- Relevance vector machine
- Hierarchical clustering
- BIRCH
- Expectation–maximization algorithm
- DBSCAN
- T-distributed stochastic neighbor embedding
- Non-negative matrix factorization
- Independent component analysis
- Canonical correlation
- Conditional random field
- Graphical model
- Local outlier factor
- Multilayer perceptron
- Self-organizing map
- Multidimensional scaling
- Distance matrix
- Ordination (statistics)
- Coordinate system
- Scatter plot
- Taxonomy (general)
- Generalized multidimensional scaling
- Data dictionary
- Database schema
- XML schema
- Document type definition
- XML
- Markup language
- World Wide Web Consortium
- Open standard
- RSS
- Atom (standard)
- SOAP
- XHTML
- Unicode
- Simple API for XML
- Document Object Model
- XSLT
- XML data binding
- PHP
- .NET Framework
- Scala (programming language)
- ActionScript
- Resource Description Framework
- Web resource
- Uniform Resource Locator
- Uniform Resource Identifier
- Namespace
- Map projection
- Vector graphics
- Point (geometry)
- Line (geometry)
- Polygon
- Image
- Computer graphics
- Global Positioning System
- Post-processing
- Real-time computing
- Georeference
- Environmental data
- Social media
- Open-source intelligence
- Media intelligence
- Digital library
- User interface design
- Open Database Connectivity
- Spatial query
- GeoSPARQL
- Nearest neighbor search
- Simple Features
- Geoprocessing
- Raster graphics
- Point pattern analysis
- Multiple-criteria decision analysis
- Geospatial analysis
- Gradient
- Aspect (geography)
- Visibility
- Geospatial intelligence
- Imagery intelligence
- Remote sensing
- Proximity analysis
- Location intelligence
- Spatial database
- Online analytical processing
- Sampling (statistics)
- Geocoding
- Geographic coordinate system
- Geostatistics
- Part-of-speech tagging
- Sequence labeling
- Parsing
- Pattern matching
- Extrapolation
- Boundary problem (spatial analysis)
- Ecological fallacy
- Monte Carlo method
- Cellular automaton
- Agent-based model
- SPARQL
- MongoDB
- Software license
- Animated mapping
- Thematic map
- Google Maps
- Web mapping
- Satellite imagery
- Route planning software
- Application programming interface
- ECMAScript
- Node.js
- Integrated development environment
- Service-oriented architecture
- Software as a service
- Mashup (web application hybrid)
- Social software
- Internet
- Graphical user interface
- GitHub
- Apache Subversion
- Kaggle
- Wisdom of the crowd
- Regular expression
- Data model
- Multi-model database
- Key-value database
- Column (data store)
- Triplestore
- Raw data
- Named-entity recognition
- Information extraction
- Knowledge extraction
- Spatial analysis
- Geographic information system
- User interface
- Euclidean distance
- Levenshtein distance
- Similarity measure
- Semantic similarity
- Ontology (information science)
- Health informatics
- Multivariate interpolation
- Minimum spanning tree
- Visual reasoning
- Google Analytics
- Interactivity
- Force-directed graph drawing
- Outline of natural language processing
- Ontology learning
- Latent semantic analysis
- Stemming
- Lemmatisation
- MapReduce
- OpenStack
- Apache Solr
- Full text search
- Web search engine
- Computational genomics
- Bioinformatics
- Causal inference
- Forecasting
- Autoregressive model
- Apache Spark
- Open-source software
- Amazon Elastic Compute Cloud
- Relational algebra
- Information silo
- Sentiment analysis
- Web 2.0